High Density Photonic Reservoir Computing using Optical Fiber and Polymer Waveguide

被引：0
|
作者：
Numata, Hidetoshi [1 ]
Yamane, Toshiyuki [1 ]
Heroux, Jena Benoit [2 ]
Nakano, Daiju [1 ]
机构：
[1] IBM Res Tokyo, Kawasaki, Kanagawa, Japan
[2] IBM Syst, Bromont, PQ, Canada
来源：
2023 IEEE 73RD ELECTRONIC COMPONENTS AND TECHNOLOGY CONFERENCE, ECTC | 2023年
关键词：
Reservoir Computing; Vertical Cavity Surface Emitting Laser (VCSEL); Polymer Waveguide; Optical Fiber; FPGA system; Voice Recognition;
D O I：
10.1109/ECTC51909.2023.00321
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
We present a demo system of FPGA-driven time-delay photonic reservoir computer. The architecture of the reservoir is based on a high bandwidth density optical interconnect technologies using VCSEL and photodiode chips with multi-mode optical fiber, and specially designed polymer waveguides. Using the demo system, we also present the results on voice utterance dataset. This reservoir is promising for a power-efficient board-integrated photonic neural network.
引用
收藏
页码：1875 / 1879
页数：5
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